Results-oriented Geoinformatics Engineer with a solid academic background and experience in applied Deep Learning techniques for various earth observation applications. Proven ability to implement efficient operational pipelines for object detection, semantic segmentation and instance segmentation tasks.
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Associate Researcher at RSLab
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RSLab - SRSGE - NTUA
- Athens, Greece
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07:15
(UTC +03:00) - https://jasonmanesis.github.io/
- in/jasonmanesis
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Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data
Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data PublicMaritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.
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Satellite-Imagery-Datasets-Containing-Ships
Satellite-Imagery-Datasets-Containing-Ships PublicA list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
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Wildfire-Smoke-Detection
Wildfire-Smoke-Detection PublicConvolutional neural network model based on the architecture of the Faster-RCNN for wildfire smoke detection.
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Vehicle-Navigation-Shortest-Path
Vehicle-Navigation-Shortest-Path PublicShortest path calculation and route plotting, in interactive Folium map, based on NetworkX's Dijkstra's pathfinding algorithm.
Jupyter Notebook 7
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